VIGIL Trust Score for the AI Agent Economy
Blushing-Chandelier
0xf1addd3c7e01df23c3258ec690bbef8896546979
Polymarket Trader
RISKY
Below-average risk profile. Proceed with caution.
D
37 / 100
VIGIL Dimensions
Calibration
37
Profitability
37
Consistency
0
Discipline
97
Sample Size
60
Live Edge
50
Raw Metrics
Total PnL
$-108.19
Win Rate
36%
Resolved Bets
44
Total Trades
2000
Volume
$8471
Markets
40
Brier Score
0.299
Open Positions
120
Brier Skill
-29.2%
Log Loss
0.948
Calibration Analysis

When this trader buys at $0.70, they imply 70% probability. Perfect calibration = the event happens 70% of the time.

BucketBetsExpectedActualError
0.00-0.10205%40%35.2%
0.10-0.201214%33%19.3%
0.20-0.30222%0%21.6%
0.40-0.50248%0%47.8%
0.50-0.60456%50%6.0%
0.60-0.70260%100%39.5%
0.70-0.80277%0%77.2%
Calibration Error: 30.3%
Reliability (CAL)
0.1136
Lower = better calibrated
Resolution (RES)
0.0390
Higher = stronger opinions
Brier Skill Score
-29.2%
vs naive baseline
Log Loss
0.9480
Skill: -44.6% vs naive — sensitive to rare events
Skill & Variance Analysis

Skill measures calibration quality (0-100). Variance measures return volatility (0-100, higher = more volatile).

30
Skill Score
51
Variance
Signals
✓ Conservative (underconfident) bias
✓ Well-diversified: 40 unique markets
✓ On-chain: diverse counterparty network
⚠ Brier Skill Score: -29.2% — performing worse than naive baseline
⚠ Log loss penalty: severe overconfidence on wrong bets detected
⚠ Receive-only wallet: zero outbound transactions — possible proxy/settlement address
⚠ Net loss: -$108 total PnL
⚠ Low win rate: 36%
⚠ PnL divergence: $8806 gap between API and on-chain USDC flows
⚠ On-chain: possible automated trading (bot score: 40)
On-Chain Verification (Polygon)
Wallet Age
47d
Txns on Base
2996
Counterparties
30
USDC In
$20426
USDC Out
$11728
Provenance
B (68)
Protocols: USDC.e (Bridged)
PnL divergence: $8805.83 gap between API and on-chain USDC
✓ Heavy on-chain activity: 2996 txs
✓ Significant USDC flow: $32,154
✓ Diverse trading network: 30 counterparties
⚠ Receive-only wallet: never sent a transaction
⚠ Possible automated trading: 181 burst txs
Reasoning

On-chain verification: wallet age 47 days, 2996 txs, provenance grade B. Bot score: 40/100, wash trading score: 0/100.

2000 total trades across 40 markets.

44 bets on resolved markets available for calibration scoring.

Calibration error: 30.3% — needs improvement.

Skill: 30/100 (calibration quality). Variance: 51/100 (higher = more volatile returns).

Brier Skill Score: -29.2% vs naive baseline (>0% = better than always predicting base rate).

Brier decomposition: REL=0.1136 RES=0.0390 UNC=0.2314.

Log loss: 0.9480 (skill: -44.6% vs naive). Lower log loss = better calibration on rare events.

What Does D/37 Mean?

Below average. The data shows poor calibration, thin evidence, or both. When this trader expresses high confidence, events don't happen at the rate they imply.

Confidence: D/37 ± 15 (low confidence, 44 resolved bets). Low confidence — take this score with a grain of salt until more markets resolve.

Methodology: Brier Score Decomposition (Murphy 1973), Log Loss, On-Chain USDC Verification. Same approach used by IARPA to identify superforecasters.

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Not financial advice. VIGIL Trust Score is informational only.
Scored: 2026-04-20T00:36:26.206Z | Source: polymarket-v1
JSON: /v1/polymarket/... | /polymarket